Literature DB >> 35845837

Toward an idiomatic framework for cognitive robotics.

Malte Rørmose Damgaard1, Rasmus Pedersen1, Thomas Bak1.   

Abstract

Inspired by the "cognitive hourglass" model presented by the researchers behind the cognitive architecture called Sigma, we propose a framework for developing cognitive architectures for cognitive robotics. The main purpose of the proposed framework is to ease development of cognitive architectures by encouraging cooperation and re-use of existing results. This is done by proposing a framework dividing development of cognitive architectures into a series of layers that can be considered partly in isolation, some of which directly relate to other research fields. Finally, we introduce and review some topics essential for the proposed framework. We also outline a set of applications.
© 2022 The Author(s).

Entities:  

Keywords:  cognitive architecture; cognitive robotics; framework; message-passing algorithm; probabilistic graphical model; probabilistic inference; probabilistic programming; probabilistic programming language; robotics; stochastic variational inference; variational inference

Year:  2022        PMID: 35845837      PMCID: PMC9278519          DOI: 10.1016/j.patter.2022.100533

Source DB:  PubMed          Journal:  Patterns (N Y)        ISSN: 2666-3899


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